Best AI tools for< Improve Input Efficiency >
20 - AI tool Sites

Topic Sentence Generator
The Topic Sentence Generator is an AI tool that helps users generate topic sentences for various types of essays and writing. It uses artificial intelligence to analyze input keywords and quickly generate topic sentences that capture the essence of a paragraph. The tool provides guidance on writing effective topic sentences, including different forms and tips for crafting them. Whether for argumentative, expository, narrative, or practical writing, the Topic Sentence Generator assists users in creating clear and concise topic sentences to enhance the coherence and clarity of their writing.

TimeComplexity.ai
TimeComplexity.ai is an AI tool that allows users to analyze the runtime complexity of their code. It works seamlessly across different programming languages without the need for headers, imports, or a main statement. Users can input their code and get insights into its performance. However, it is important to note that the results may not always be accurate, so caution is advised when using the tool.

SeekAll
SeekAll is an AI-driven plugin that enhances your search experience by allowing you to view search results from multiple websites with a single input. It supports searching three sites simultaneously, speeds up your information search, and offers a compact mode for a purer search experience. With advanced AI technology, SeekAll acts as an intelligent assistant, providing precise and relevant information for learning, research, and work. Users can easily find marketing plans, content ideas, and more efficiently, making it a valuable tool for various tasks.

AutoScript
AutoScript is an advanced AI-powered tool designed to automate the process of scriptwriting for videos, movies, and other multimedia content. By utilizing cutting-edge natural language processing algorithms, AutoScript can generate high-quality scripts quickly and efficiently. With its user-friendly interface, content creators can easily input their requirements and receive well-crafted scripts tailored to their needs. Whether you are a filmmaker, YouTuber, or content creator, AutoScript streamlines the scriptwriting process, saving you time and effort.

GPTminus1
GPTminus1.com is an AI tool that utilizes cutting-edge technology to generate human-like text based on the input provided. It is designed to assist users in creating content, generating ideas, and improving writing efficiency. The tool leverages advanced natural language processing algorithms to produce coherent and contextually relevant text, making it a valuable resource for writers, marketers, and content creators. With its user-friendly interface and powerful capabilities, GPTminus1.com is a go-to platform for anyone looking to enhance their writing process.

GPTSHunter
GPTSHunter is an AI-powered tool that leverages advanced natural language processing to generate human-like text based on the input provided. The tool is designed to assist users in creating content, generating ideas, and improving writing efficiency. By utilizing cutting-edge AI technology, GPTSHunter aims to streamline the content creation process and enhance user productivity.

Form2Agent AI
Form2Agent AI is a voice-assisted AI solution designed to enhance user experience by providing precise data entry support through text, voice, and file inputs. It offers hands-free operation, productivity enhancement, global reach expansion, flexible input options, seamless AI integration, and meaningful interactions. The application caters to various industries such as Fintech, Healthtech, support systems, help desk sectors, E-commerce, logistics, recruitment, HR, and software development, offering efficiency, simplification, accuracy, assistance, and accessibility.

Free ChatGPT Omni (GPT4o)
Free ChatGPT Omni (GPT4o) is a user-friendly website that allows users to effortlessly chat with ChatGPT for free. It is designed to be accessible to everyone, regardless of language proficiency or technical expertise. GPT4o is OpenAI's groundbreaking multimodal language model that integrates text, audio, and visual inputs and outputs, revolutionizing human-computer interaction. The website offers real-time audio interaction, multimodal integration, advanced language understanding, vision capabilities, improved efficiency, and safety measures.

LivePortrait AI
LivePortrait AI is an innovative tool that brings static images to life through advanced AI technology. Users can animate their photos by uploading a static image and a dynamic video, allowing for customization and high-quality animations. The tool offers features such as customization, ease of use, quality animations, real-time preview, and speed. Users can enjoy advantages like lifelike animations, resource efficiency, client praise, commercial usage, and tutorials. However, there are limitations on usage depending on the subscription plan, potential pricing concerns, and the need for high-quality videos for optimal results.

PaletteBrain
PaletteBrain is a powerful and customizable ChatGPT application for Mac users. It allows users to access the capabilities of ChatGPT across all Mac applications with the press of a shortcut. By automating tasks, reducing manual inputs, and providing customizable templates, PaletteBrain enhances productivity and streamlines workflow. Users can create and use custom ChatGPT templates, set up shortcuts, and have full control over preferences. The application is designed to save time, improve efficiency, and provide quick access to ChatGPT functionalities.

Timely
Timely is an AI-powered automatic time tracking solution designed for consultancies, agencies, and software companies. It helps users automate time tracking, bill clients accurately, and focus on important tasks. With features like memory tracking, timesheets, project dashboard, and task management, Timely streamlines workflow and enhances team collaboration. The application offers benefits such as 100% accurate time data, optimized utilization, and improved margins. However, manual time tracking can lead to inaccurate data, lost efficiency, and employee dissatisfaction. Timely's AI technology eliminates manual input, provides comprehensive reporting, and ensures team-wide transparency, making time tracking and reporting pain-free.

Lisapet.AI
Lisapet.AI is an AI prompt testing suite designed for product teams to streamline the process of designing, prototyping, testing, and shipping AI features. It offers a comprehensive platform with features like best-in-class AI playground, variables for dynamic data inputs, structured outputs, side-by-side editing, function calling, image inputs, assertions & metrics, performance comparison, data sets organization, shareable reports, comments & feedback, token & cost stats, and more. The application aims to help teams save time, improve efficiency, and ensure the reliability of AI features through automated prompt testing.

Memrizz
Memrizz is an AI flashcard generator tool that helps users create flashcards quickly and efficiently. It utilizes artificial intelligence to streamline the flashcard creation process, making it ideal for students, educators, and professionals looking to enhance their learning experience. With Memrizz, users can easily input text or images to generate customized flashcards, organize them into decks, and access them anytime, anywhere. The tool offers a user-friendly interface, smart algorithms for content optimization, and seamless integration with various devices, making it a versatile and convenient solution for effective studying and knowledge retention.

Texthelper
Texthelper is an AI-powered text correction tool designed to assist users in identifying and correcting errors in their written content. Users can input text, which will be analyzed by the tool's AI algorithms to detect and fix mistakes. The tool aims to enhance the overall quality and accuracy of written communication by providing quick and efficient error detection and correction. Texthelper is user-friendly and suitable for individuals, students, professionals, and anyone looking to improve the correctness of their written text.

Sourcely
Sourcely is an AI-powered academic search assistant designed to help students and researchers find, summarize, and add credible academic sources efficiently. With access to over 200 million research papers and advanced search filters, Sourcely streamlines the research process by simplifying source discovery, providing targeted citations, offering free PDF downloads, organizing citations in a personal library, generating credible summaries, and exporting references in various formats. The tool aims to save time, enhance the quality of work, and improve academic productivity.

Architechtures
Architechtures is a generative AI-powered building design platform that helps architects and real estate developers design optimal residential developments in minutes. The platform uses AI technology to provide instant insights, regulatory confidence, and rapid iterations for architectural projects. Users can input design criteria, model solutions in 2D and 3D, and receive real-time architectural solutions that best fit their standards. Architechtures facilitates a collaborative design process between users and Artificial Intelligence, enabling efficient decision-making and control over design aspects.

Roadmapped.ai
Roadmapped.ai is an AI-powered platform designed to help users learn various topics efficiently and quickly. By providing a structured roadmap generated in seconds, the platform eliminates the need to navigate through scattered online resources aimlessly. Users can input a topic they want to learn, and the AI will generate a personalized roadmap with curated resources. The platform also offers features like AI-powered YouTube search, saving roadmaps, priority support, and access to a private Discord community.

AIrticle-flow
AIrticle-flow is an AI-powered content creation tool that helps users generate high-quality articles quickly and efficiently. The application utilizes advanced natural language processing algorithms to analyze user input and provide suggestions for improving the content. With AIrticle-flow, users can easily create engaging and informative articles on various topics without the need for extensive research or writing skills. The tool streamlines the writing process, saving users time and effort while ensuring the final output is well-structured and coherent.

AI Essay Writer
AI Essay Writer is a free online tool that helps users generate high-quality essays quickly and efficiently. The tool uses artificial intelligence algorithms to analyze the given topic, research relevant information, and create well-structured essays. Users can input their essay prompts or topics, and the AI Essay Writer will generate a well-written essay with proper grammar and coherence. This tool is beneficial for students, writers, and professionals looking to save time and improve their writing skills.

Homeworks AI
Homeworks AI is an AI-powered tool designed to help students finish their homework quickly and efficiently. By utilizing advanced technologies such as NeuralBlend and LigentLab, Homeworks AI can process and analyze text input to provide accurate and timely solutions for various academic tasks. The tool offers a seamless user experience, allowing students to input text, receive instant feedback, and generate high-quality outputs. With Homeworks AI, students can enhance their learning experience and improve their academic performance.
20 - Open Source AI Tools

rime_wanxiang_pro
Rime Wanxiang Pro is an enhanced version of Wanxiang, supporting the 9, 14, and 18-key layouts. It features a pinyin library with optimized word and language models, supporting accurate sentence output with tones. The tool also allows for mixed Chinese and English input, offering various usage scenarios. Users can customize their input method by selecting different decoding and auxiliary code rules, enabling flexible combinations of pinyin and auxiliary codes. The tool simplifies the complex configuration of Rime and provides a unified word library for multiple input methods, enhancing input efficiency and user experience.

MInference
MInference is a tool designed to accelerate pre-filling for long-context Language Models (LLMs) by leveraging dynamic sparse attention. It achieves up to a 10x speedup for pre-filling on an A100 while maintaining accuracy. The tool supports various decoding LLMs, including LLaMA-style models and Phi models, and provides custom kernels for attention computation. MInference is useful for researchers and developers working with large-scale language models who aim to improve efficiency without compromising accuracy.

fAIr
fAIr is an open AI-assisted mapping service developed by the Humanitarian OpenStreetMap Team (HOT) to improve mapping efficiency and accuracy for humanitarian purposes. It uses AI models, specifically computer vision techniques, to detect objects like buildings, roads, waterways, and trees from satellite and UAV imagery. The service allows OSM community members to create and train their own AI models for mapping in their region of interest and ensures models are relevant to local communities. Constant feedback loop with local communities helps eliminate model biases and improve model accuracy.

matmulfreellm
MatMul-Free LM is a language model architecture that eliminates the need for Matrix Multiplication (MatMul) operations. This repository provides an implementation of MatMul-Free LM that is compatible with the 🤗 Transformers library. It evaluates how the scaling law fits to different parameter models and compares the efficiency of the architecture in leveraging additional compute to improve performance. The repo includes pre-trained models, model implementations compatible with 🤗 Transformers library, and generation examples for text using the 🤗 text generation APIs.

app-builder
AppBuilder SDK is a one-stop development tool for AI native applications, providing basic cloud resources, AI capability engine, Qianfan large model, and related capability components to improve the development efficiency of AI native applications.

PrefixQuant
PrefixQuant is an official PyTorch implementation for static quantization that outperforms dynamic quantization in Large Language Models (LLMs) by utilizing prefixed outliers. The tool provides functionalities for quantization, inference, and visualization of activation distributions. Users can fine-tune quantization settings and evaluate pre-quantized models for tasks like PIQA, ARC, Hellaswag, and Winogrande. The approach aims to improve performance and efficiency in LLMs through innovative quantization techniques.

DriveLM
DriveLM is a multimodal AI model that enables autonomous driving by combining computer vision and natural language processing. It is designed to understand and respond to complex driving scenarios using visual and textual information. DriveLM can perform various tasks related to driving, such as object detection, lane keeping, and decision-making. It is trained on a massive dataset of images and text, which allows it to learn the relationships between visual cues and driving actions. DriveLM is a powerful tool that can help to improve the safety and efficiency of autonomous vehicles.

codebase-context-spec
The Codebase Context Specification (CCS) project aims to standardize embedding contextual information within codebases to enhance understanding for both AI and human developers. It introduces a convention similar to `.env` and `.editorconfig` files but focused on documenting code for both AI and humans. By providing structured contextual metadata, collaborative documentation guidelines, and standardized context files, developers can improve code comprehension, collaboration, and development efficiency. The project includes a linter for validating context files and provides guidelines for using the specification with AI assistants. Tooling recommendations suggest creating memory systems, IDE plugins, AI model integrations, and agents for context creation and utilization. Future directions include integration with existing documentation systems, dynamic context generation, and support for explicit context overriding.

Awesome_Test_Time_LLMs
This repository focuses on test-time computing, exploring various strategies such as test-time adaptation, modifying the input, editing the representation, calibrating the output, test-time reasoning, and search strategies. It covers topics like self-supervised test-time training, in-context learning, activation steering, nearest neighbor models, reward modeling, and multimodal reasoning. The repository provides resources including papers and code for researchers and practitioners interested in enhancing the reasoning capabilities of large language models.

RAG_Techniques
Advanced RAG Techniques is a comprehensive collection of cutting-edge Retrieval-Augmented Generation (RAG) tutorials aimed at enhancing the accuracy, efficiency, and contextual richness of RAG systems. The repository serves as a hub for state-of-the-art RAG enhancements, comprehensive documentation, practical implementation guidelines, and regular updates with the latest advancements. It covers a wide range of techniques from foundational RAG methods to advanced retrieval methods, iterative and adaptive techniques, evaluation processes, explainability and transparency features, and advanced architectures integrating knowledge graphs and recursive processing.

aimet
AIMET is a library that provides advanced model quantization and compression techniques for trained neural network models. It provides features that have been proven to improve run-time performance of deep learning neural network models with lower compute and memory requirements and minimal impact to task accuracy. AIMET is designed to work with PyTorch, TensorFlow and ONNX models. We also host the AIMET Model Zoo - a collection of popular neural network models optimized for 8-bit inference. We also provide recipes for users to quantize floating point models using AIMET.

universal
The Universal Numbers Library is a header-only C++ template library designed for universal number arithmetic, offering alternatives to native integer and floating-point for mixed-precision algorithm development and optimization. It tailors arithmetic types to the application's precision and dynamic range, enabling improved application performance and energy efficiency. The library provides fast implementations of special IEEE-754 formats like quarter precision, half-precision, and quad precision, as well as vendor-specific extensions. It supports static and elastic integers, decimals, fixed-points, rationals, linear floats, tapered floats, logarithmic, interval, and adaptive-precision integers, rationals, and floats. The library is suitable for AI, DSP, HPC, and HFT algorithms.

rtdl-num-embeddings
This repository provides the official implementation of the paper 'On Embeddings for Numerical Features in Tabular Deep Learning'. It focuses on transforming scalar continuous features into vectors before integrating them into the main backbone of tabular neural networks, showcasing improved performance. The embeddings for continuous features are shown to enhance the performance of tabular DL models and are applicable to various conventional backbones, offering efficiency comparable to Transformer-based models. The repository includes Python packages for practical usage, exploration of metrics and hyperparameters, and reproducing reported results for different algorithms and datasets.

Liger-Kernel
Liger Kernel is a collection of Triton kernels designed for LLM training, increasing training throughput by 20% and reducing memory usage by 60%. It includes Hugging Face Compatible modules like RMSNorm, RoPE, SwiGLU, CrossEntropy, and FusedLinearCrossEntropy. The tool works with Flash Attention, PyTorch FSDP, and Microsoft DeepSpeed, aiming to enhance model efficiency and performance for researchers, ML practitioners, and curious novices.

llm-rankers
llm-rankers is a repository that provides implementations for Pointwise, Listwise, Pairwise, and Setwise Document Ranking using Large Language Models. It includes various methods for reranking documents retrieved by a first-stage retriever, such as BM25. The repository offers examples and code snippets for using LLMs to improve document ranking performance in information retrieval tasks. Additionally, it introduces a new setwise reranker called Rank-R1 with reasoning ability.

llm-structured-output
This repository contains a library for constraining LLM generation to structured output, enforcing a JSON schema for precise data types and property names. It includes an acceptor/state machine framework, JSON acceptor, and JSON schema acceptor for guiding decoding in LLMs. The library provides reference implementations using Apple's MLX library and examples for function calling tasks. The tool aims to improve LLM output quality by ensuring adherence to a schema, reducing unnecessary output, and enhancing performance through pre-emptive decoding. Evaluations show performance benchmarks and comparisons with and without schema constraints.

doku
OpenLIT is an OpenTelemetry-native GenAI and LLM Application Observability tool. It's designed to make the integration process of observability into GenAI projects as easy as pie – literally, with just a single line of code. Whether you're working with popular LLM Libraries such as OpenAI and HuggingFace or leveraging vector databases like ChromaDB, OpenLIT ensures your applications are monitored seamlessly, providing critical insights to improve performance and reliability.

xFinder
xFinder is a model specifically designed for key answer extraction from large language models (LLMs). It addresses the challenges of unreliable evaluation methods by optimizing the key answer extraction module. The model achieves high accuracy and robustness compared to existing frameworks, enhancing the reliability of LLM evaluation. It includes a specialized dataset, the Key Answer Finder (KAF) dataset, for effective training and evaluation. xFinder is suitable for researchers and developers working with LLMs to improve answer extraction accuracy.

x
Ant Design X is a tool for crafting AI-driven interfaces effortlessly. It is built on the best practices of enterprise-level AI products, offering flexible and diverse atomic components for various AI dialogue scenarios. The tool provides out-of-the-box model integration with inference services compatible with OpenAI standards. It also enables efficient management of conversation data flows, supports rich template options, complete TypeScript support, and advanced theme customization. Ant Design X is designed to enhance development efficiency and deliver exceptional AI interaction experiences.

gfm-rag
The GFM-RAG is a graph foundation model-powered pipeline that combines graph neural networks to reason over knowledge graphs and retrieve relevant documents for question answering. It features a knowledge graph index, efficiency in multi-hop reasoning, generalizability to unseen datasets, transferability for fine-tuning, compatibility with agent-based frameworks, and interpretability of reasoning paths. The tool can be used for conducting retrieval and question answering tasks using pre-trained models or fine-tuning on custom datasets.
20 - OpenAI Gpts

Create a Business 1-Pager Snippet v2
1) Input a URL, attachment, or copy/paste a bunch of info about your biz. 2) I will return a summary of what's important. 3) Use what I give you for other prompts, e.g.: marketing strategy, content ideas, competitive analysis, etc

Backloger.ai -Potential Corner Cases Detector!
Drop your requirements here and we'll Simply input, analyze, and refine for corner case detection!

语境学单词(Word in Context)
模拟真实语境中的单词学习体验,让你在潜移默化中“真正“学会一个单词。English learning companion, tailored to the 'Comprehensible Input Hypothesis' theory.

MITREGPT
Feed me any input and i'll match it with the relevant MITRE ATT&CK techniques and tactics (@mthcht)

Email Tailor
Crafts personalized email openers for companies. Just input a domain name, or a list of domain names.

Reword
Reword: Your advanced text revison ally for your everyday writing! Simply ask Reword to reword your text, then paste your text into Reword's input field. Reword your written copy, emails, papers, text messages, and much more!

English Flashcard Maker 2
Creates diverse English-Japanese flashcards from various inputs.

UX & UI
Gives you tips and suggestions on how you can improve your application for your users.

Memory Enhancer
Offers exercises and techniques to improve memory retention and cognitive functions.

English Conversation Role Play Creator
Generates conversation examples and chunks for specified situations. Improve your instantaneous conversational skills through repetitive practice!

Customer Retention Consultant
Analyzes customer churn and provides strategies to improve loyalty and retention.